Description

This analysis provides a forecast of ATOM prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-13 3.178565 3.513957 3.876900 4.300015 4.781198 5.313094 5.947867
2025-07-20 2.739786 3.198436 3.729316 4.393761 5.209450 6.186321 7.457126
2025-07-27 2.467475 2.996727 3.640360 4.490082 5.596453 7.007949 8.977405
2025-08-03 2.257892 2.829242 3.551995 4.548408 5.910483 7.743498 10.460806
2025-08-10 2.083650 2.679712 3.459049 4.573806 6.163130 8.404803 11.913731
2025-08-17 1.886255 2.476766 3.269608 4.438193 6.163040 8.693352 12.842020
2025-08-24 1.744359 2.334293 3.145890 4.375838 6.251287 9.107242 14.004398
2025-08-31 1.634300 2.225585 3.057603 4.351729 6.386700 9.598466 15.351183
2025-09-07 1.580440 2.191328 3.071235 4.477541 6.761940 10.508022 17.543449
2025-09-14 1.494354 2.102866 2.996418 4.457246 6.896043 11.027935 19.113105
2025-09-21 1.411784 2.013441 2.912532 4.413193 6.982584 11.470297 20.599633
2025-09-28 1.299873 1.872413 2.739262 4.208838 6.773655 11.358932 20.971673
2025-10-05 1.247012 1.820480 2.704177 4.234326 6.975675 12.036589 23.102108
2025-10-12 1.209743 1.790428 2.701596 4.314219 7.283391 12.954152 25.925129
2025-10-19 1.177806 1.766461 2.706557 4.406474 7.622225 13.976282 29.192827
2025-10-26 1.141493 1.732891 2.692752 4.463164 7.897806 14.905304 32.440612
2025-11-02 1.102183 1.691863 2.663221 4.487931 8.112001 15.732196 35.618010
2025-11-09 1.038854 1.607350 2.553820 4.355417 7.995140 15.819205 36.883335
2025-11-16 0.992195 1.548431 2.485270 4.294482 8.018847 16.223452 39.098088
2025-11-23 0.954802 1.503315 2.438224 4.270922 8.118167 16.814607 41.979952
2025-11-30 0.942221 1.500100 2.465375 4.393864 8.544735 18.244822 47.718001
2025-12-07 0.909319 1.459688 2.422663 4.374033 8.653967 18.911732 51.275154
2025-12-14 0.875205 1.415488 2.370485 4.330986 8.706191 19.441515 54.533097